Cross-cultural detection of depression from nonverbal behaviour

@article{Alghowinem2015CrossculturalDO,
  title={Cross-cultural detection of depression from nonverbal behaviour},
  author={Sharifa Alghowinem and Roland Goecke and Jeffrey F. Cohn and Michael Wagner and Gordon Parker and Michael Breakspear},
  journal={2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG)},
  year={2015},
  volume={1},
  pages={1-8}
}
Millions of people worldwide suffer from depression. Do commonalities exist in their nonverbal behavior that would enable cross-culturally viable screening and assessment of severity? We investigated the generalisability of an approach to detect depression severity cross-culturally using video-recorded clinical interviews from Australia, the USA and Germany. The material varied in type of interview, subtypes of depression and inclusion healthy control subjects, cultural background, and… CONTINUE READING
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